Now consider any $d>0.$

For the specific dataset we are considering, please choose the correct answer from the options below:

Perceptron algorithm will make exactly $d$ updates to $$ regardless of the order and labelings of the

feature vectors

Perceptron algorithm will make at least $d$ updates to $$ with the exact number of updates depending on

the ordering of the feature vectors presented to it

Perceptron algorithm will make at least $d$ updates to $$ with the exact number of updates depending on

the ordering of the feature vectors presented to it and their labeling

Perceptron algorithm will make at most $d$ updates to $$ with the exact number of updates depending on

the ordering of the feature vectors presented to it and their labeling